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age
int64
18
64
bmi
float64
8.2
52.6
children
int64
0
5
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-4,027.55
40.9k
47
25.41
1
male
yes
southeast
32,112.11252
19
33.1
0
male
no
southwest
3,280.691784
35
23.465
2
female
no
northeast
5,823.364952
32
31.5
1
male
no
southwest
6,507.30666
19
24.51
1
female
no
northwest
1,268.059266
32
33.63
1
male
yes
northeast
31,686.242006
46
28.05
1
female
no
southeast
9,112.523987
44
30.69
2
male
no
southeast
9,895.184004
25
25.74
0
male
no
southeast
2,493.479894
49
36.85
0
male
no
southeast
12,405.995087
19
28.9
0
female
no
southwest
1,883.494758
22
21.28
3
female
no
northwest
1,800.735008
33
35.75
2
male
no
southeast
8,774.139553
59
35.2
0
female
no
southeast
14,438.141126
51
36.385
3
female
no
northwest
14,344.813474
43
35.97
3
male
yes
southeast
35,494.464612
49
22.515
0
male
no
northeast
8,231.637651
52
27.36
0
male
yes
northwest
33,916.229712
51
18.05
0
female
no
northwest
6,888.385184
25
24.3
3
female
no
southwest
3,150.559604
18
29.165
0
female
no
northeast
2,525.647932
19
28.6
5
female
no
southwest
3,908.76091
64
40.48
0
male
no
southeast
17,484.276638
20
33
1
male
no
southwest
3,929.237018
47
29.37
1
female
no
southeast
9,814.461861
18
26.125
0
male
no
northeast
1,482.294883
23
32.7
3
male
no
southwest
5,449.593937
49
41.47
4
female
no
southeast
15,683.069502
50
25.6
0
female
no
southwest
8,737.336217
30
28.405
1
female
no
northwest
5,407.76752
38
40.565
1
female
no
northwest
11,562.618598
19
25.175
0
male
no
northwest
1,048.355338
18
21.47
0
male
no
northeast
-86.870947
31
25.935
1
male
no
northwest
4,813.532931
57
23.98
1
female
no
southeast
10,567.290065
30
23.655
3
female
yes
northwest
28,308.264321
52
26.4
3
male
no
southeast
10,930.141387
18
29.37
1
male
no
southeast
2,343.574701
52
18.335
0
female
no
northwest
7,241.432267
47
26.6
2
female
no
northeast
9,963.858573
22
32.11
0
male
no
northwest
4,157.019303
46
42.35
3
male
yes
southeast
38,416.042211
57
23.18
0
female
no
northwest
10,159.52421
63
35.09
0
male
yes
southeast
39,061.500932
34
33.25
1
female
no
northeast
8,439.561084
27
30.4
3
female
no
northwest
6,159.897611
40
29.3
4
female
no
southwest
9,115.936735
35
30.5
1
male
no
southwest
6,941.141226
18
35.2
1
male
no
southeast
4,308.824279
22
27.1
0
female
no
southwest
2,047.655282
47
25.41
1
male
yes
southeast
32,112.11252
19
33.1
0
male
no
southwest
3,280.691784
35
23.465
2
female
no
northeast
5,823.364952
32
31.5
1
male
no
southwest
6,507.30666
19
24.51
1
female
no
northwest
1,268.059266
32
33.63
1
male
yes
northeast
31,686.242006
46
28.05
1
female
no
southeast
9,112.523987
44
30.69
2
male
no
southeast
9,895.184004
25
25.74
0
male
no
southeast
2,493.479894
49
36.85
0
male
no
southeast
12,405.995087
19
28.9
0
female
no
southwest
1,883.494758
22
21.28
3
female
no
northwest
1,800.735008
33
35.75
2
male
no
southeast
8,774.139553
59
35.2
0
female
no
southeast
14,438.141126
51
36.385
3
female
no
northwest
14,344.813474
43
35.97
3
male
yes
southeast
35,494.464612
49
22.515
0
male
no
northeast
8,231.637651
52
27.36
0
male
yes
northwest
33,916.229712
51
18.05
0
female
no
northwest
6,888.385184
25
24.3
3
female
no
southwest
3,150.559604
18
29.165
0
female
no
northeast
2,525.647932
19
28.6
5
female
no
southwest
3,908.76091
64
40.48
0
male
no
southeast
17,484.276638
20
33
1
male
no
southwest
3,929.237018
47
29.37
1
female
no
southeast
9,814.461861
18
26.125
0
male
no
northeast
1,482.294883
23
32.7
3
male
no
southwest
5,449.593937
49
41.47
4
female
no
southeast
15,683.069502
50
25.6
0
female
no
southwest
8,737.336217
30
28.405
1
female
no
northwest
5,407.76752
38
40.565
1
female
no
northwest
11,562.618598
19
25.175
0
male
no
northwest
1,048.355338
18
21.47
0
male
no
northeast
-86.870947
31
25.935
1
male
no
northwest
4,813.532931
57
23.98
1
female
no
southeast
10,567.290065
30
23.655
3
female
yes
northwest
28,308.264321
52
26.4
3
male
no
southeast
10,930.141387
18
29.37
1
male
no
southeast
2,343.574701
52
18.335
0
female
no
northwest
7,241.432267
47
26.6
2
female
no
northeast
9,963.858573
22
32.11
0
male
no
northwest
4,157.019303
46
42.35
3
male
yes
southeast
38,416.042211
57
23.18
0
female
no
northwest
10,159.52421
63
35.09
0
male
yes
southeast
39,061.500932
34
33.25
1
female
no
northeast
8,439.561084
27
30.4
3
female
no
northwest
6,159.897611
40
29.3
4
female
no
southwest
9,115.936735
35
30.5
1
male
no
southwest
6,941.141226
18
35.2
1
male
no
southeast
4,308.824279
22
27.1
0
female
no
southwest
2,047.655282
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